ImputeMean

class sdm.processing.numerical.ImputeMean(*, fill_value: float = 0.0)

Bases: Processor

Replace NaN feature values with fitted per-column means.

Parameters:

fill_value (float) – Finite value used for columns whose fitted mean is undefined (e.g. all-NaN columns).

Capabilities

Handled Semantic Types	numerical
Requires Fitting	✅